Udemy – Hands-On AI: Build, Train, and Deploy Advanced AI Projects

Unlock the power of artificial intelligence with our comprehensive, project-based course designed for intermediate to advanced learners. Whether you’re looking to enhance your AI skills or gain hands-on experience with real-world projects, this course has everything you need to master AI applications.

What You’ll Learn:

• Project 1: Retrieval-Augmented Generation (RAG) with LLMs and FAISS
  • Learn RAG architecture fundamentals
  • Differentiate between LLM pretraining and fine-tuning
  • Implement Llama2 with the FAISS Vector Database
  • Detailed code walkthroughs and practical applications
  • Project 2: Train Your Own ChatGPT with RLHF
    • Understand Reinforcement Learning from Human Feedback (RLHF)
    • Deep dive into RLHF techniques
    • Implement RLHF on VertexAI
    • Evaluate and optimize your ChatGPT model
    • Explore RNNs, LSTMs, and Attention mechanisms
    • Master Tokenizers and Encoder-Decoder architectures
    • Dive into Transformer models and their variations
    • Practical walkthroughs on prompt engineering
    • Develop an end-to-end anomaly detection system
    • Implement autoencoders for effective anomaly detection
    • Hands-on coding with provided datasets
    • Create interactive chatbots with Streamlit
    • Integrate Langchain and GPT for advanced conversational AI
    • Step-by-step coding guidance and data handling

    Course Features:

    • Hands-On Projects: Real-world AI applications to solidify your learning
    • Expert Guidance: Step-by-step instructions and deep dives into complex topics
    • Comprehensive Resources: Code, data, and additional materials provided
    • Community Support: Join our community for collaboration and problem-solving

    Who This Course Is For:

    • AI enthusiasts with an intermediate understanding of AI and machine learning
    • Developers looking to build and deploy advanced AI applications
    • Professionals aiming to enhance their AI skill set with practical projects

    Join us in this exciting journey to master AI through hands-on, real-world projects. Enroll now and start building the future of AI today!